Simulate Data from State Space Models


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Documentation for package ‘simStateSpace’ version 1.2.0

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as.data.frame.simstatespace Coerce an Object of Class 'simstatespace' to a Data Frame
as.matrix.simstatespace Coerce an Object of Class 'simstatespace' to a Matrix
LinSDE2SSM Convert Parameters from the Linear Stochastic Differential Equation Model to State Space Model Parameterization
plot.simstatespace Plot Method for an Object of Class 'simstatespace'
print.simstatespace Print Method for an Object of Class 'simstatespace'
SimSSMFixed Simulate Data from a State Space Model (Fixed Parameters)
SimSSMIVary Simulate Data from a State Space Model (Individual-Varying Parameters)
SimSSMLinGrowth Simulate Data from the Linear Growth Curve Model
SimSSMLinGrowthIVary Simulate Data from the Linear Growth Curve Model (Individual-Varying Parameters)
SimSSMLinSDEFixed Simulate Data from the Linear Stochastic Differential Equation Model using a State Space Model Parameterization (Fixed Parameters)
SimSSMLinSDEIVary Simulate Data from the Linear Stochastic Differential Equation Model using a State Space Model Parameterization (Individual-Varying Parameters)
SimSSMOUFixed Simulate Data from the Ornstein–Uhlenbeck Model using a State Space Model Parameterization (Fixed Parameters)
SimSSMOUIVary Simulate Data from the Ornstein–Uhlenbeck Model using a State Space Model Parameterization (Individual-Varying Parameters)
SimSSMVARFixed Simulate Data from the Vector Autoregressive Model (Fixed Parameters)
SimSSMVARIVary Simulate Data from the Vector Autoregressive Model (Individual-Varying Parameters)